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| Criterion |  UX Research Empathy Mapping |  Knowledge Modeling IBIS |  Decision Making RAPID |
|---|---|---|---|
Purposedifferent | When a lot is assumed about a target group but little is seen jointly, empathy mapping makes knowledge and gaps directly comparable. The picture also shows which assumptions hold up and where evidence is missing. | IBIS structures thinking about complex questions as a sequence of issues, ideas, and arguments. The method keeps discussions open without forcing them into premature consensus. | In complex management decisions, clarity is often missing about who recommends, who agrees, and who makes the decision. RAPID creates this assignment and stabilizes decisions across several levels. |
Complexitydifferent | Low | Medium | Medium |
Timedifferent | 30–60 min | 1-3 h | 45-90 min |
Participantsdifferent | 4-8 | 2-8 | 3-12 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Empathy Map, Assumptions List, Research Gaps | Issue Map, Positions, Argument Notes | RAPID Role Map, Recommendation, Decision Log |
Tagsno overlap | SynthesisQualitativeWorkshop | RationaleKnowledgeDecision | DecisionRolesGovernance |
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